Every team can name a dozen tasks it would like AI to fix. The hard part is deciding which one should go first. For a multi-location business, start with a moment that repeats across locations: a manager looking for the current procedure, a rep rewriting the same follow-up, or a field team asking headquarters the same question again. Pick one moment. Name the person who owns the answer and the person who checks the result.
Start with the work, not the software
Write the workflow as it happens today. Where does the request begin? Which document, system, or person supplies the answer? What gets copied, re-entered, approved, or handed off? Where do locations diverge?
“Improve knowledge sharing” is broad. “When a location manager asks which opening checklist is current, they search two folders and then message operations” gives the team a testable starting point.
Ask the people doing the work to show three recent examples: an ordinary case, an exception, and a case that required escalation. This exposes the review step an impressive demo can hide.
Score candidates on six questions
Give each candidate a score from 1 to 5 for the following factors. Download the worksheet to compare workflows side by side.
- 01
Frequency
How often does this moment occur across the organization?
- 02
Time burden
How much staff time does the present process require?
- 03
Variation
How often do people get different answers or take different steps?
- 04
Source readiness
Is there a current, approved source to work from?
- 05
Reviewability
Can a responsible person inspect and correct the output?
- 06
Pilot reach
Can a small group test it before every location changes?
The total starts a conversation; it is not a business case by itself. A frequent task with no trusted source may need content cleanup first. A sensitive decision with no practical review path is a poor opening pilot even if it consumes time.
Download the scoring worksheet (.csv) ↓Define the safe version of “done”
Describe the expected output and its boundaries before building. For a procedure question, that might be a response based on the approved procedure, a link back to the source, and a clear route to a human when the question is outside scope. For sales follow-up, it might be a draft that a rep reviews before sending.
Decide who can access the source, who updates it, what the system should say when it is uncertain, and who handles exceptions. If the workflow touches personal, customer, or regulated information, involve the people responsible for those controls before a pilot.
Run a small comparison
Record a baseline from real work before changing the process. Useful measures include time to find the approved answer, manual handoffs, rework, and the share of requests requiring escalation. Then run a short pilot with a defined group and compare the same measures. Collect wrong or incomplete outputs as carefully as successful ones.
Time recovered is capacity, not guaranteed payroll savings. Its value depends on what the team actually does with it: faster responses, less rework, better coverage, or other measured outcomes.
At the end, choose one action: expand with the same controls, revise the source or workflow, or stop. The first project should teach you which process deserves a wider rollout.
A practical first week
- Day 1: List three repeated moments and name their owners.
- Day 2: Observe three examples of each.
- Day 3: Score them and inspect source quality.
- Day 4: Define a narrow output, human review, and exception route.
- Day 5: Select one pilot group, baseline measures, and a review date.
Find your role
Bring one real workflow to the conversation.
Choose the role closest to your work. Each path opens its matching campaign story and demo form. The named characters are fictional composites; the demo should focus on your actual process.
A demo request starts a human conversation. It does not create an automatic booking.